Deep metric learning-based image retrieval system for chest radiograph and its clinical applications in COVID-19
Aoxiao Zhong, Xiang Li, Dufan Wu, Hui Ren, Kyungsang Kim, Young-Gon Kim, Varun Buch, Nir Neumark, Bernardo C. Bizzo, Won Young Tak, Soo Young Park, Yu Rim Lee, Min Kyu Kang, Jung Gil Park, Byung Seok Kim, Woo Jin Chung, Ning Guo, Ittai Dayan, Mannudeep K. Kalra, Quanzheng Li
Topics & Concepts
Artificial intelligenceDeep learningComputer scienceMetric (unit)EmbeddingSimilarity (geometry)Transfer of learningConvolutional neural networkPattern recognition (psychology)Machine learningImage retrievalCoronavirus disease 2019 (COVID-19)Image (mathematics)Computer visionMedicineDiseasePathologyInfectious disease (medical specialty)Operations managementEconomicsCOVID-19 diagnosis using AIDigital Imaging for Blood DiseasesAI in cancer detection